AdderNet: Do We Really Need Multiplications in Deep Learning?

AdderNet:仅使用加法运算的卷积神经网络.

使用Matplotlib绘制训练曲线

Draw training curves via Matplotlib.

Deep Variational Information Bottleneck

深度变分信息瓶颈.

Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning

虚拟对抗训练:一种用于监督学习和半监督学习的正则化方法.

Improve Generalization and Robustness of Neural Networks via Weight Scale Shifting Invariant Regularizations

通过权重尺度偏移不变性正则化改善神经网络的泛化性和鲁棒性.

The Geometric Occam’s Razor Implicit in Deep Learning

深度学习中隐含的几何奥卡姆剃刀.